{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# MTVRP: Multi-task VRP environment\n",
    "\n",
    "<a href=\"https://colab.research.google.com/github/ai4co/rl4co/blob/main/examples/other/1-mtvrp.ipynb\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"></a>\n",
    "\n",
    "\n",
    "This environment can handle _any_ of the following variants:\n",
    "\n",
    "\n",
    "| VRP Variant | Capacity (C) | Open Route (O) | Backhaul (B) | Duration Limit (L) | Time Window (TW) |\n",
    "|-------------|--------------|----------------|--------------|--------------------|------------------|\n",
    "| CVRP        | ✔            |                |              |                    |                  |\n",
    "| OVRP        | ✔            | ✔              |              |                    |                  |\n",
    "| VRPB        | ✔            |                | ✔            |                    |                  |\n",
    "| VRPL        | ✔            |                |              | ✔                  |                  |\n",
    "| VRPTW       | ✔            |                |              |                    | ✔                |\n",
    "| OVRPTW      | ✔            | ✔              |              |                    | ✔                |\n",
    "| OVRPB       | ✔            | ✔              | ✔            |                    |                  |\n",
    "| OVRPL       | ✔            | ✔              |              | ✔                  |                  |\n",
    "| VRPBL       | ✔            |                | ✔            | ✔                  |                  |\n",
    "| VRPBTW      | ✔            |                | ✔            |                    | ✔                |\n",
    "| VRPLTW      | ✔            |                |              | ✔                  | ✔                |\n",
    "| OVRPBL      | ✔            | ✔              | ✔            | ✔                  |                  |\n",
    "| OVRPBTW     | ✔            | ✔              | ✔            |                    | ✔                |\n",
    "| OVRPLTW     | ✔            | ✔              |              | ✔                  | ✔                |\n",
    "| VRPBLTW     | ✔            |                | ✔            | ✔                  | ✔                |\n",
    "| OVRPBLTW    | ✔            | ✔              | ✔            | ✔                  | ✔                |\n",
    "\n",
    "\n",
    "It is fully batched, meaning that _different variants can be in the same batch_ too!\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/botu/mambaforge/envs/rl4co/lib/python3.11/site-packages/lightning_utilities/core/imports.py:14: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html\n",
      "  import pkg_resources\n",
      "/home/botu/mambaforge/envs/rl4co/lib/python3.11/site-packages/pkg_resources/__init__.py:2832: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('sphinxcontrib')`.\n",
      "Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages\n",
      "  declare_namespace(pkg)\n",
      "/home/botu/mambaforge/envs/rl4co/lib/python3.11/site-packages/lightning/fabric/__init__.py:41: Deprecated call to `pkg_resources.declare_namespace('lightning.fabric')`.\n",
      "Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages\n",
      "/home/botu/mambaforge/envs/rl4co/lib/python3.11/site-packages/pkg_resources/__init__.py:2317: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('lightning')`.\n",
      "Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages\n",
      "  declare_namespace(parent)\n",
      "/home/botu/mambaforge/envs/rl4co/lib/python3.11/site-packages/lightning/pytorch/__init__.py:37: Deprecated call to `pkg_resources.declare_namespace('lightning.pytorch')`.\n",
      "Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages\n",
      "/home/botu/mambaforge/envs/rl4co/lib/python3.11/site-packages/pkg_resources/__init__.py:2317: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('lightning')`.\n",
      "Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages\n",
      "  declare_namespace(parent)\n"
     ]
    }
   ],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "\n",
    "from rl4co.envs.routing.mtvrp.env import MTVRPEnv\n",
    "from rl4co.envs.routing.mtvrp.generator import MTVRPGenerator"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's now generate some variants! By default, we can generate all variants with the `variants_preset` variable"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['VRPLTW', 'OVRP', 'VRPLTW', 'OVRPLTW', 'OVRPL', 'VRPB', 'OVRPTW', 'OVRPB']"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Single feat: generate a distribution of single-featured environments\n",
    "generator = MTVRPGenerator(num_loc=50, variant_preset=\"all\")\n",
    "env = MTVRPEnv(generator, check_solution=False)\n",
    "\n",
    "td_data = env.generator(8)\n",
    "env.get_variant_names(td_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "all: {'O': 0.5, 'TW': 0.5, 'L': 0.5, 'B': 0.5}\n",
      "single_feat: {'O': 0.5, 'TW': 0.5, 'L': 0.5, 'B': 0.5}\n",
      "single_feat_otw: {'O': 0.5, 'TW': 0.5, 'L': 0.5, 'B': 0.5, 'OTW': 0.5}\n",
      "cvrp: {'O': 0.0, 'TW': 0.0, 'L': 0.0, 'B': 0.0}\n",
      "ovrp: {'O': 1.0, 'TW': 0.0, 'L': 0.0, 'B': 0.0}\n",
      "vrpb: {'O': 0.0, 'TW': 0.0, 'L': 0.0, 'B': 1.0}\n",
      "vrpl: {'O': 0.0, 'TW': 0.0, 'L': 1.0, 'B': 0.0}\n",
      "vrptw: {'O': 0.0, 'TW': 1.0, 'L': 0.0, 'B': 0.0}\n",
      "ovrptw: {'O': 1.0, 'TW': 1.0, 'L': 0.0, 'B': 0.0}\n",
      "ovrpb: {'O': 1.0, 'TW': 0.0, 'L': 0.0, 'B': 1.0}\n",
      "ovrpl: {'O': 1.0, 'TW': 0.0, 'L': 1.0, 'B': 0.0}\n",
      "vrpbl: {'O': 0.0, 'TW': 0.0, 'L': 1.0, 'B': 1.0}\n",
      "vrpbtw: {'O': 0.0, 'TW': 1.0, 'L': 0.0, 'B': 1.0}\n",
      "vrpltw: {'O': 0.0, 'TW': 1.0, 'L': 1.0, 'B': 0.0}\n",
      "ovrpbl: {'O': 1.0, 'TW': 0.0, 'L': 1.0, 'B': 1.0}\n",
      "ovrpbtw: {'O': 1.0, 'TW': 1.0, 'L': 0.0, 'B': 1.0}\n",
      "ovrpltw: {'O': 1.0, 'TW': 1.0, 'L': 1.0, 'B': 0.0}\n",
      "vrpbltw: {'O': 0.0, 'TW': 1.0, 'L': 1.0, 'B': 1.0}\n",
      "ovrpbltw: {'O': 1.0, 'TW': 1.0, 'L': 1.0, 'B': 1.0}\n"
     ]
    }
   ],
   "source": [
    "# Here is the list of presets and their probabilities of being generated (fully customizable)\n",
    "env.print_presets()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can change the preset to generate some specific variant, for instance the VRPB"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "vrpb selected. Will not use feature combination!\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "['VRPB', 'VRPB', 'VRPB', 'VRPB', 'VRPB', 'VRPB', 'VRPB', 'VRPB']"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Change generator\n",
    "generator = MTVRPGenerator(num_loc=50, variant_preset=\"vrpb\")\n",
    "env.generator = generator\n",
    "td_data = env.generator(8)\n",
    "env.get_variant_names(td_data)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Greedy rollout and plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch\n",
    "from rl4co.utils.ops import gather_by_index\n",
    "\n",
    "\n",
    "# Simple heuristics (nearest neighbor + capacity check)\n",
    "def greedy_policy(td):\n",
    "    \"\"\"Select closest available action\"\"\"\n",
    "    available_actions = td[\"action_mask\"]\n",
    "    # distances\n",
    "    curr_node = td[\"current_node\"]\n",
    "    loc_cur = gather_by_index(td[\"locs\"], curr_node)\n",
    "    distances_next = torch.cdist(loc_cur[:, None, :], td[\"locs\"], p=2.0).squeeze(1)\n",
    "\n",
    "    distances_next[~available_actions.bool()] = float(\"inf\")\n",
    "    # do not select depot if some capacity is left\n",
    "    distances_next[:, 0] = float(\"inf\") * (\n",
    "        td[\"used_capacity_linehaul\"] < td[\"vehicle_capacity\"]\n",
    "    ).float().squeeze(-1)\n",
    "\n",
    "    # # if sum of available actions is 0, select depot\n",
    "    # distances_next[available_actions.sum(-1) == 0, 0] = 0\n",
    "    action = torch.argmin(distances_next, dim=-1)\n",
    "    td.set(\"action\", action)\n",
    "    return td\n",
    "\n",
    "\n",
    "def rollout(env, td, policy=greedy_policy, max_steps: int = None):\n",
    "    \"\"\"Helper function to rollout a policy. Currently, TorchRL does not allow to step\n",
    "    over envs when done with `env.rollout()`. We need this because for environments that complete at different steps.\n",
    "    \"\"\"\n",
    "\n",
    "    max_steps = float(\"inf\") if max_steps is None else max_steps\n",
    "    actions = []\n",
    "    steps = 0\n",
    "\n",
    "    while not td[\"done\"].all():\n",
    "        td = policy(td)\n",
    "        actions.append(td[\"action\"])\n",
    "        td = env.step(td)[\"next\"]\n",
    "        steps += 1\n",
    "        if steps > max_steps:\n",
    "            print(\"Max steps reached\")\n",
    "            break\n",
    "    return torch.stack(actions, dim=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cost:  17.503389358520508\n",
      "Problem:  OVRPLTW\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cost:  18.86773109436035\n",
      "Problem:  CVRP\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cost:  15.39835262298584\n",
      "Problem:  VRPB\n"
     ]
    }
   ],
   "source": [
    "# NOTE: if we don't select ovrpbltw, the below does not work and there is still some\n",
    "# minor bug in either masking or variant subselection\n",
    "\n",
    "generator = MTVRPGenerator(num_loc=50, variant_preset=\"all\")\n",
    "env.generator = generator\n",
    "td_data = env.generator(3)\n",
    "variant_names = env.get_variant_names(td_data)\n",
    "\n",
    "td = env.reset(td_data)\n",
    "\n",
    "actions = rollout(env, td.clone(), greedy_policy)\n",
    "rewards = env.get_reward(td, actions)\n",
    "\n",
    "for idx in [0, 1, 2]:\n",
    "    env.render(td[idx], actions[idx])\n",
    "    print(\"Cost: \", - rewards[idx].item())\n",
    "    print(\"Problem: \", variant_names[idx])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Train MVMoE on Multiple Problems"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "single_feat selected. Will not use feature combination!\n"
     ]
    }
   ],
   "source": [
    "from rl4co.utils.trainer import RL4COTrainer\n",
    "from rl4co.models.zoo import MVMoE_POMO\n",
    "\n",
    "device_id = 0\n",
    "device = torch.device(f\"cuda:{device_id}\" if torch.cuda.is_available() else \"cpu\")\n",
    "generator = MTVRPGenerator(num_loc=50, variant_preset=\"single_feat\")\n",
    "env = MTVRPEnv(generator, check_solution=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/botu/mambaforge/envs/rl4co/lib/python3.11/site-packages/lightning/pytorch/utilities/parsing.py:199: Attribute 'env' is an instance of `nn.Module` and is already saved during checkpointing. It is recommended to ignore them using `self.save_hyperparameters(ignore=['env'])`.\n",
      "/home/botu/mambaforge/envs/rl4co/lib/python3.11/site-packages/lightning/pytorch/utilities/parsing.py:199: Attribute 'policy' is an instance of `nn.Module` and is already saved during checkpointing. It is recommended to ignore them using `self.save_hyperparameters(ignore=['policy'])`.\n",
      "Using 16bit Automatic Mixed Precision (AMP)\n",
      "GPU available: True (cuda), used: True\n",
      "TPU available: False, using: 0 TPU cores\n",
      "IPU available: False, using: 0 IPUs\n",
      "HPU available: False, using: 0 HPUs\n",
      "/home/botu/mambaforge/envs/rl4co/lib/python3.11/site-packages/lightning/pytorch/trainer/connectors/logger_connector/logger_connector.py:75: Starting from v1.9.0, `tensorboardX` has been removed as a dependency of the `lightning.pytorch` package, due to potential conflicts with other packages in the ML ecosystem. For this reason, `logger=True` will use `CSVLogger` as the default logger, unless the `tensorboard` or `tensorboardX` packages are found. Please `pip install lightning[extra]` or one of them to enable TensorBoard support by default\n",
      "Missing logger folder: /home/botu/Dev/rl4co/examples/other/lightning_logs\n",
      "val_file not set. Generating dataset instead\n",
      "test_file not set. Generating dataset instead\n",
      "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1]\n",
      "\n",
      "  | Name     | Type                 | Params\n",
      "--------------------------------------------------\n",
      "0 | env      | MTVRPEnv             | 0     \n",
      "1 | policy   | AttentionModelPolicy | 3.7 M \n",
      "2 | baseline | SharedBaseline       | 0     \n",
      "--------------------------------------------------\n",
      "3.7 M     Trainable params\n",
      "0         Non-trainable params\n",
      "3.7 M     Total params\n",
      "14.868    Total estimated model params size (MB)\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "bac126d9831c49da91319e21e79150e1",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Sanity Checking: |          | 0/? [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/botu/mambaforge/envs/rl4co/lib/python3.11/site-packages/lightning/pytorch/trainer/connectors/data_connector.py:441: The 'val_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=31` in the `DataLoader` to improve performance.\n",
      "/home/botu/mambaforge/envs/rl4co/lib/python3.11/site-packages/lightning/pytorch/trainer/connectors/data_connector.py:441: The 'train_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=31` in the `DataLoader` to improve performance.\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "92c13c77ee4441599e0c81d9656e0270",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Training: |          | 0/? [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "bfff00836de644729f7ec468826d748d",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Validation: |          | 0/? [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "9ee7e45143004cf69dee7f9ab70e6b93",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Validation: |          | 0/? [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "dc145c4bcbee4b41a7b74883978ed831",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Validation: |          | 0/? [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "`Trainer.fit` stopped: `max_epochs=3` reached.\n"
     ]
    }
   ],
   "source": [
    "moe_kwargs = {\"encoder\": {\"hidden_act\": \"ReLU\", \"num_experts\": 4, \"k\": 2, \"noisy_gating\": True},\n",
    "              \"decoder\": {\"light_version\": False, \"num_experts\": 4, \"k\": 2, \"noisy_gating\": True}}\n",
    "model = MVMoE_POMO(\n",
    "    env,\n",
    "    moe_kwargs=moe_kwargs,\n",
    "    batch_size=128,\n",
    "    train_data_size=10000,  # each epoch,\n",
    "    val_batch_size=100,\n",
    "    val_data_size=1000,\n",
    "    optimizer=\"Adam\",\n",
    "    optimizer_kwargs={\"lr\": 1e-4, \"weight_decay\": 1e-6},\n",
    "    lr_scheduler=\"MultiStepLR\",\n",
    "    lr_scheduler_kwargs={\"milestones\": [451, ], \"gamma\": 0.1},\n",
    ")\n",
    "\n",
    "trainer = RL4COTrainer(\n",
    "        max_epochs=3,\n",
    "        accelerator=\"gpu\",\n",
    "        devices=[device_id],\n",
    "        logger=None\n",
    "    )\n",
    "\n",
    "trainer.fit(model)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cost:  17.188127517700195\n",
      "Problem:  OVRPLTW\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cost:  14.578388214111328\n",
      "Problem:  CVRP\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cost:  12.24499797821045\n",
      "Problem:  VRPB\n"
     ]
    }
   ],
   "source": [
    "# Greedy rollouts over trained model (same states as previous plot)\n",
    "policy = model.policy.to(device)\n",
    "out = policy(td.to(device).clone(), env, phase=\"test\", decode_type=\"greedy\")\n",
    "actions_mvmoe = out['actions'].cpu().detach()\n",
    "rewards_mvmoe = out['reward'].cpu().detach()\n",
    "\n",
    "for idx in [0, 1, 2]:\n",
    "    env.render(td[idx], actions_mvmoe[idx])\n",
    "    print(\"Cost: \", -rewards_mvmoe[idx].item())\n",
    "    print(\"Problem: \", variant_names[idx])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Getting gaps to classical solvers\n",
    "\n",
    "\n",
    "We additionally offer an optional `solve` API to get solutions from classical solvers. We can use this to get the gaps to the optimal solutions."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "# PyVRP - HGS\n",
    "pyvrp_actions, pyvrp_costs = env.solve(td, max_runtime=5, num_procs=10, solver=\"pyvrp\")\n",
    "rewards_pyvrp = env.get_reward(td, pyvrp_actions)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "tensor([-17.1881, -14.5784, -12.2450]) tensor([-17.5034, -18.8677, -15.3984]) tensor([-12.6954, -11.9107,  -9.9261])\n",
      "Gap to HGS (NI): 50.47%\n",
      "Gap to HGS (MVMoE): 27.05%\n"
     ]
    }
   ],
   "source": [
    "def calculate_gap(cost, bks):   \n",
    "    gaps = (cost - bks) / bks\n",
    "    return gaps.mean() * 100\n",
    "\n",
    "# Nearest insertion\n",
    "actions = rollout(env, td.clone(), greedy_policy)\n",
    "rewards_ni = env.get_reward(td, actions)\n",
    "\n",
    "print(rewards_mvmoe, rewards_ni, rewards_pyvrp)   \n",
    "print(f\"Gap to HGS (NI): {calculate_gap(-rewards_ni, -rewards_pyvrp):.2f}%\")\n",
    "print(f\"Gap to HGS (MVMoE): {calculate_gap(-rewards_mvmoe, -rewards_pyvrp):.2f}%\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "With only two short epochs, we can already get better than NI!"
   ]
  }
 ],
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  "kernelspec": {
   "display_name": "rl4co",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
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   "pygments_lexer": "ipython3",
   "version": "3.11.8"
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